Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 1.620056 2.049621 2.638191 3.544714 4.993286 7.411485 12.322326
2025-08-03 1.063145 1.474731 2.132124 3.378556 6.076122 13.283977 49.676897
2025-08-10 0.836272 1.230750 1.929581 3.478613 7.861310 28.230483 1667.237871
2025-08-17 0.712079 1.096100 1.834203 3.704454 10.612869 82.251136 NaN
2025-08-24 0.610964 0.967963 1.692082 3.708383 12.945894 297.710679 NaN
2025-08-31 0.526957 0.849850 1.527327 3.534381 14.294803 1682.190108 NaN
2025-09-07 0.482687 0.797688 1.490556 3.737373 19.319771 NaN NaN
2025-09-14 0.438694 0.736883 1.414125 3.755632 23.752104 NaN NaN
2025-09-21 0.396962 0.673516 1.314298 3.622957 26.481950 NaN NaN
2025-09-28 0.364639 0.624992 1.240670 3.556554 30.708416 NaN NaN
2025-10-05 0.353259 0.619258 1.277770 4.017484 55.464067 NaN NaN
2025-10-12 0.336851 0.599731 1.271788 4.283842 92.773709 NaN NaN
2025-10-19 0.314982 0.565523 1.217405 4.264615 126.467474 NaN NaN
2025-10-26 0.291496 0.525033 1.136781 4.043650 137.702721 NaN NaN
2025-11-02 0.277628 0.505261 1.114784 4.173355 246.038255 NaN NaN
2025-11-09 0.267864 0.493851 1.116016 4.469379 775.446419 NaN NaN
2025-11-16 0.254418 0.472041 1.079448 4.474522 1907.605488 NaN NaN
2025-11-23 0.238985 0.443943 1.017504 4.246079 2280.558859 NaN NaN
2025-11-30 0.231756 0.435126 1.017647 4.512714 NaN NaN NaN
2025-12-07 0.222018 0.419121 0.990511 4.536795 NaN NaN NaN
2025-12-14 0.210826 0.398547 0.944417 4.362181 NaN NaN NaN
2025-12-21 0.201539 0.382042 0.910136 4.275105 NaN NaN NaN
2025-12-28 0.199989 0.384859 0.944255 4.883859 NaN NaN NaN